| TGG: Transferable Graph Generation for Zero-shot and Few-shot Learning | Aug 30, 2019 | Few-Shot LearningGraph Attention | CodeCode Available | 0 |
| Sign-MAML: Efficient Model-Agnostic Meta-Learning by SignSGD | Sep 15, 2021 | Bilevel OptimizationFew-Shot Image Classification | CodeCode Available | 0 |
| Predicting Configuration Performance in Multiple Environments with Sequential Meta-learning | Feb 5, 2024 | Meta-Learning | CodeCode Available | 0 |
| Few-Shot Learning with Global Class Representations | Aug 14, 2019 | Few-Shot Image ClassificationFew-Shot Learning | CodeCode Available | 0 |
| Predicting Flat-Fading Channels via Meta-Learned Closed-Form Linear Filters and Equilibrium Propagation | Oct 1, 2021 | FormMeta-Learning | CodeCode Available | 0 |
| Cost Adaptation for Robust Decentralized Swarm Behaviour | Sep 21, 2017 | Meta-Learning | CodeCode Available | 0 |
| Adaptive Gradient-Based Meta-Learning Methods | Jun 6, 2019 | Federated LearningFew-Shot Learning | CodeCode Available | 0 |
| Few-Shot Learning for Image Classification of Common Flora | May 7, 2021 | ClassificationFew-Shot Image Classification | CodeCode Available | 0 |
| Cooperative Meta-Learning with Gradient Augmentation | Jun 7, 2024 | Few-Shot Image Classificationimage-classification | CodeCode Available | 0 |
| Adaptive Fine-Grained Sketch-Based Image Retrieval | Jul 4, 2022 | Image RetrievalMeta-Learning | CodeCode Available | 0 |
| Similarity of Classification Tasks | Jan 27, 2021 | ClassificationFew-Shot Learning | CodeCode Available | 0 |
| Few-shot Generation of Personalized Neural Surrogates for Cardiac Simulation via Bayesian Meta-Learning | Oct 6, 2022 | Meta-LearningVariational Inference | CodeCode Available | 0 |
| Few-Shot Fine-Grained Action Recognition via Bidirectional Attention and Contrastive Meta-Learning | Aug 15, 2021 | Action RecognitionAction Understanding | CodeCode Available | 0 |
| Automated Privacy-Preserving Techniques via Meta-Learning | Jun 24, 2024 | De-identificationMeta-Learning | CodeCode Available | 0 |
| Simple Domain Generalization Methods are Strong Baselines for Open Domain Generalization | Mar 31, 2023 | Data AugmentationDomain Generalization | CodeCode Available | 0 |
| Few-shot Conformal Prediction with Auxiliary Tasks | Feb 17, 2021 | Computational chemistryConformal Prediction | CodeCode Available | 0 |
| AutoLoss: Learning Discrete Schedules for Alternate Optimization | Oct 4, 2018 | Image GenerationMachine Translation | CodeCode Available | 0 |
| Few-Shot Classification of Skin Lesions from Dermoscopic Images by Meta-Learning Representative Embeddings | Oct 30, 2022 | Few-Shot LearningMeta-Learning | CodeCode Available | 0 |
| MetaPix: Domain Transfer for Semantic Segmentation by Meta Pixel Weighting | Oct 5, 2021 | Meta-LearningSegmentation | CodeCode Available | 0 |
| MetaGL: Evaluation-Free Selection of Graph Learning Models via Meta-Learning | Jun 18, 2022 | BIG-bench Machine LearningGraph Learning | CodeCode Available | 0 |
| Few-shot classification in Named Entity Recognition Task | Dec 14, 2018 | ClassificationGeneral Classification | CodeCode Available | 0 |
| Fast Few-Shot Classification by Few-Iteration Meta-Learning | Oct 1, 2020 | ClassificationGeneral Classification | CodeCode Available | 0 |
| Few-Shot Character Understanding in Movies as an Assessment to Meta-Learning of Theory-of-Mind | Nov 9, 2022 | Meta-LearningMetric Learning | CodeCode Available | 0 |
| MetaPred: Meta-Learning for Clinical Risk Prediction with Limited Patient Electronic Health Records | May 8, 2019 | Meta-Learning | CodeCode Available | 0 |
| Contrastive Meta-Learning for Few-shot Node Classification | Jun 27, 2023 | ClassificationGraph Mining | CodeCode Available | 0 |
